基于改进YOLOv8的无人机仓储盘点检测算法

袁小平,郑新文,彭聪

UAV-based warehouse inventory object detection algorithm using improved YOLOv8

Xiaoping YUAN,Xinwen ZHENG,Cong PENG

表 2 损失函数的实验结果

Tab.2 Experimental result of loss function

模型 mAP50/% P/% R/% YOLOv8n 90.22 86.89 88.55 YOLOv8n_DIoU 89.88 85.67 90.26 YOLOv8n_GIoU 91.42 88.81 88.92 YOLOv8n_EIoU 90.15 86.87 89.67 YOLOv8n_Inner-EIoU 91.43 88.26 88.58